Coca-Cola Co. is expected to announce a significant restructuring of its operations Wednesday that will involve the largest downsizing of employees in its history, according to people close to the company.

Layoffs at the company's Atlanta headquarters as well as at its overseas operations could affect 4,000 employees or more, people close to the...